Discussion of Free and Open Source Diffusion ModelsPrev: >>108014925https://rentry.org/ldg-lazy-getting-started-guide>UIComfyUI: https://github.com/comfyanonymous/ComfyUISwarmUI: https://github.com/mcmonkeyprojects/SwarmUIre/Forge/Classic/Neo: https://rentry.org/ldg-lazy-getting-started-guide#reforgeclassicneoSD.Next: https://github.com/vladmandic/sdnextWan2GP: https://github.com/deepbeepmeep/Wan2GP>Checkpoints, LoRAs, Upscalers, & Workflowshttps://civitai.comhttps://civitaiarchive.com/https://openmodeldb.infohttps://openart.ai/workflows>Tuninghttps://github.com/spacepxl/demystifying-sd-finetuninghttps://github.com/ostris/ai-toolkithttps://github.com/Nerogar/OneTrainerhttps://github.com/kohya-ss/musubi-tunerhttps://github.com/tdrussell/diffusion-pipe>Zhttps://huggingface.co/Tongyi-MAI/Z-Imagehttps://huggingface.co/Tongyi-MAI/Z-Image-Turbo>LTX-2https://huggingface.co/Lightricks/LTX-2>Wanhttps://github.com/Wan-Video/Wan2.2>Chromahttps://huggingface.co/lodestones/Chroma1-Basehttps://rentry.org/mvu52t46>NetaYumehttps://huggingface.co/duongve/NetaYume-Lumina-Image-2.0https://nieta-art.feishu.cn/wiki/RZAawlH2ci74qckRLRPc9tOynrb>MiscLocal Model Meta: https://rentry.org/localmodelsmetaShare Metadata: https://catbox.moe | https://litterbox.catbox.moe/GPU Benchmarks: https://chimolog.co/bto-gpu-stable-diffusion-specs/Img2Prompt: https://huggingface.co/spaces/fancyfeast/joy-caption-beta-oneTxt2Img Plugin: https://github.com/Acly/krita-ai-diffusionArchive: https://rentry.org/sdg-linkBakery: https://rentry.org/ldgcollage>Neighbors>>>/aco/csdg>>>/b/degen>>>/r/realistic+parody>>>/gif/vdg>>>/d/ddg>>>/e/edg>>>/h/hdg>>>/trash/slop>>>/vt/vtai>>>/u/udg>Local Text>>>/g/lmg
>julienbake
>ctrl+f>klein>0 matcheswhat?
Unblessed thread of screeching trauma
>>108016574works on my machine
API models have long surpassed local. Nano Banana is infinitely superior at this point.
Be honest, would you?
another fucking failbake... not gonna post gens in this one
>>108016552https://qwen.ai/blog?id=qwen3asrLike Whisper but transcribes shit much more accurately, like singing voices in any language. This shit is actually useful for any captioning task, also works for porn in Chinese/Japanese etc...
Noob-Z when?
>>108016596you don't even own a gpu
>>108016599comfy implementation?
>>108016554Why is AniStudio not in OP?
Pony-Z when?
>>108016612How do you know?
>>108016604fuck u i have a 3050ti
>>108016596exactly what he wants gj goyim
>it's called ComfyUI>it's actually extremely uncomfyIf he wanted to name it after what it actually is, he should have named it DogshitUI.
>>108016620i dont like this image, why cant you post happy things :(
where is the new chroma?
>>108016663why are you evil :|
>>108016611>comfy implementation?Usually these are meant for command line usage but I found thishttps://github.com/DarioFT/ComfyUI-Qwen3-ASR
>decide to run anistudio for the memes>it just crashes on startand that's what you fags talk about since months?
>>108016686I made this
is there a anistudio comfyui node?
I claim this thread for me, the most important person.
>>108016694what woudl an anistudio comfy node do
>>108016697i gotta be honest you almost got me there, phew
>>108016688how long did it take to compile?
>>108016593This
>>108016697please tell me that's some dark australian bread and not a sweet
>>108016706racist
>>108016700diddle irl?
>>108016719this? https://www.thebreadessentials.com/products/activated-charcoal-sourdough?variant=39927242817639
>>108016723its when you build the app
Up the rep penalty of ur bot lilbro
I ran anistudio through an anti virus solution, and it flagged like 4 trojans... If you do try it use it in a box with no internet access or audit the source code... or dont touch it?
Does Klein need shift?
>>108016753wait are you and the guy who got b& unrelated?
>>108016766https://docs.comfy.org/tutorials/flux/flux-2-klein
>>108016574here you go klein gen for you anon
>>108016776comfy.org is blocked in my country
Now that the dust has settled, which do you prefer using, ZBase + Turbo or Klein?
>>108016786that's not klein thoughverbait
>>108016788what the hell? do websites like this work? https://proxyium.com/ https://www.proxysite.com/ https://www.croxyproxy.com/>>108016786I mean why is klein not in OP
>>108016790Klein is fun for memetastic images.
>>108016790Klein because it's more fun using references, but ZBase is more versitile in pure t2i (varying quality tho)
>>108016797Anon do you really think they didn't ban all those proxies? Come on.
>>108016801>>108016790Sorry I should rephrase. If you primarily create NSFW content, which do you prefer using, ZBase + Turbo or Klein? Please do not respond if you only make memes/SFW content. Thanks
It would appear that tummy-chads won
>>108016805>ZBase is more versitile in pure t2ino evidence of that, stop the cope
>>108016809I use chroma
>>108016793wdym
>>108016809Zbase and turbo.
>>108016806idk, maybe the popular ones for sure, what about unconventional ones? idk I'm not from a country like that
>>108016809I don't do nsfw but I'd use ZiT with loras or Chroma. Some SDXL models like lustify are also pretty good.
>>108016832goras like you can't understand his pain
>>108016554>Flux.2 Kleinhttps://huggingface.co/black-forest-labs/FLUX.2-klein-9Bhttps://huggingface.co/black-forest-labs/FLUX.2-klein-4B
>>108016820
>>108016554https://rentry.org/animanon
>>108016809>If you primarily create NSFW contentChroma. Chroma + flash loras if you are adhd.
>>108016855flash loras just turn my prompts into low sat sketches
>>108016855w h i c h chroma, there are like hundreds of them
>>108016851holy! omni released???
>>108016851that looks slopped, i feel like klein has more grainy vhs sovl
I think another call to papa is in order
>>108016868benchod
>>108016858Which one do you have? Also the flash loras aren't low step despite claiming so. Give it more steps.>>108016865Base or 2K
>>108016855>>108016818>>108016836what do you train your loras on for chroma? base chroma?
>>108016886spark chroma
>>108016886Base. I'd say base is better at learning smaller details. And use 2K for genning because is better at above 1MPx
>>108016886Chroma HD
>>108016868
>>108016899>use 2KThis https://huggingface.co/silveroxides/Chroma-Misc-Models/tree/main/2k-test/2025-09-09_15-15-22 ?
>>108016868>>108016901so is the 'i' guy a copycat? explain
>>108016907https://huggingface.co/silveroxides/Chroma-Misc-Models/tree/main/Chroma-DC-2K
>>108016916but that's older
put Klein back in the OP bakenigger
>>108016922the one you posted is only fp8 though.
>>108016841>goraHey I'm mixed
>>6083281Why catbox says "No video with supported format and MIME type found" but all the other webm links work from other anons? Is it bad that my webm is 400x400?
>>108016914I'm probably older ;)
>>108016926How do I edit the OP?
>>108016892this, even his preview version is objectively the best realistic Chroma out there so far
>>108016907>>108016916lol, i like how chroma has like 500 editions after a year of training and no one can agree on which one is the best onefits well into lodestone's inability to commit and extreme ADHD
>>108016929brazilians don't count asshole, you got hot girls and free sex
>>108016926mb, ill fix it up next one, just copy pasted the last one.
>>108016937It give cause for people to stop throwing this idiot money
>>108016931are you trying to groom me?
>>108016922Yeah, but it's only fp8 and also a "test" so it's prolly some failbake.Desu stick with base for the surefire model and then try for yourself any of the meme experiments if you like default chroma.
>>108016933aren't you the same anon that said you never even tried Chroma-DC-2K?
>>108016944esl babble
>>108016947you have to be 18 to post here
>>108016951what do you use?
>>108016933Spark is only good for 3dpd.
>>108016961good, that's what i want.
>>108016961No it isn't, why lie? Are you one of the lodestone fanboys?
Why bother with localshit when grok is uncensored
>>108016975Grok Imagine offers blazing-fast, high-quality image generation at a very reasonable price.
꒰⑅ᵕ༚ᵕ꒱˖...........꒰•‧̫•ू꒱
>>108016975>grok is uncensoredproof?
>>108016982prompt?
>>108016968It turns anime and non-3d into that weird uncanny semi-realism.
>>108016995just making shit up are we
The retard got swept so now he's just trying to agitate for a new vector of attack. This isn't the dev this is the basic schizo. Please stop replying to him, he's less fun than the dev and way more retarded.
>>108017015i come to check on these threads for 10 minutes every day when i have time, but every time without fail most of the discussion is dominated by the schizo. i'm surprised he has so much free time on his hands, must be definitely unemployed + no partner, no hobbies
>>108017034I'm sure there's more than two but the biggest ones are both unemployed and have a blood feud against this general.
How do I use comfyui?
>>108016595Hmm, I thought I was the only one who used this naming scheme for my files
>>108016961wat, nah lmao, it's VERY clearly more trained on actual photos than any other Chroma variant
>>108017060don't reply to the schizo, he loves shit talking chroma and posting shitty pics he genned on purpose
>>108017060But that's what I'm saying nigga. 3dpd=real women. How new?
>>108017066I don't think it's a hot take for people to dislike Chroma, many of us put time into that model only to get burned because the creator decided to go full retard during the training.
>>108016858use the actual model called Chroma Flash, it's literally better than regular Chroma HD for out-of-the-box results while only needing 8 steps.
>lowstep schizo is back
>>108017078can you prove you even have chroma installed?
Anyone has a link to download Flux 2 Klein 9B fp8 Distilled ?
>>108017090Just read the archives please. Chroma fell out of favor because while it is good for prompt understanding and other stuff, it seriously fails at style adherence and there's significant swing from seed to seed
sdg cucks can't even post their own gens>>108013862
Hello! This is my first official discussion post on this general. I appreciate the anons asking questions and the ones providing answers, but I felt it would be easier to consolidate them. Could you please tell which versions of Chroma are good for which tasks?
>umm actually seed variety is bad thing!
>>108017111i love this meme
>>108017113all versions are great at messing up anatomy
>>108017104read the OP
>>108017111reminds me of boglins
>>108017126jej
>>108017113Spark is the only actual tune that isn't a shitmix. All other chromas are just Base with differrences being purely technical.
>>108017134yet the dev has to use his 1 (one) shoddy 4090 to train the model for a year, why is nobody funding him???
>>108017138I think he actualy restarted once.
>>108017151jej
>>108017116Not in style to the point it will turn into full 3D trash
Still no model that knows about the American board game Battleship.
Hey so I've done a full finetune of 9B Base over 80k 0.5MP training edit pairs (mostly generated by 40 different sdxl finetunes over side-by-side edit generations eg. generates the same girl twice side-by-side but with a different hair color, different pose, different artist, different breast size, naked, different background, etc.). It ended up generalizing pretty well even to high resolutions, and can do some sex acts (when the man is cropped out mostly), handles nudity and style perfectly. Should I go forward and do the high res finetuning over hq samples? Or do the same process with 4B now that I know that it works, I'm not very understanding on how the license would fuck me over (not trying to sell anything)
>reinstall comfy manually >want to get sageattention working>got it to work previously through both portable and the app >can't get the cloned repo version to work>as a fuck it attempt i copy the python Lib from the previous install to the current>it just werks>mfw i spent hours on this.
>>108017122Flux 2 is not even mentioned in the OP at all.
>>108017279;)
I thought I could use my gemini api key to use gemini inside comfy, it needs comfy credits lmao
>>108017279https://huggingface.co/leejet/FLUX.2-klein-9B-GGUF/tree/mainhttps://huggingface.co/leejet/FLUX.2-klein-base-9B-GGUF/tree/main
Is there ultraflux vae for flux2 yet?
>>108017293it's open source, just open notepad and give yourself some credits
>>108017104https://huggingface.co/leejet/FLUX.2-klein-9B-GGUF/resolve/main/flux-2-klein-9b-Q8_0.gguf You can has link.
Z Anime out yet?
>>108015852I swear to god this is the same prompt but with Pony V7 kek
>>108017279yeah because it keeps getting fucked with by schizo
>>108017273if you're not selling shit you're fine either way. If you're gonna do both versions do both, probably doesn't matter the order.
>>108017355Ok thanks! I'll continue with 9B then
>>108017293There's a custom node for gemini that lets you use the free api or whatever you have.
>>108017332can't wait for my anime model captioned by Chinese people on the least efficient architecture of all time
>>108017369I just want better 2girl posting as regional prompting still isn't a thing in ComfyUI for some godforsaken reason
>>108017367yeah I ended up finding that after searching, still, funny
>>108017390Regions only matterred for tard models like sdxl that have no spatial imagination. Just type it out nigga.
>>108017401Nah you ain't real with that
>>108017390
chat is this real?https://files.catbox.moe/xzvte8.mp4
>>108017426NetaYume even can do 2girl or 3girl very easily if it knows the characters, you're not getting this without prompting for it in natural language lol
Lmao what an insane bleed. I haven't prompted Anya at all.
>>108017429>>108017468get out, there's an animoo general.
>>108017463Never heard of. Used Illustrious only and it always swaps the characters features around.What's it based on/how fast is it?
>>108017298Thanks but it's the distilled version I am looking for.
>>108017473This is the local diffusion thread, I have no interest in the SaaS thread so I will be staying here.Also anime website.
>>108017499Can you not read? I gave you two links.
>>108017498cool
>>108017463Illustrious can do multiple characters
>>108017564Regional still makes it better
"Prediction: someone is going to train a Z Base anime model and it won't perform much if any better than the latest versions of NetaYume or NewbieBut it will be way slower than either of them"
>>108017575not sure how people are still fucking up anime models when illustrious showed that all you have to do is throw the whole danbooru dataset at it
>>108017590Z illustrious when?
>>108017602after they get all the donations needed for 3.5 vpred. wonder how far along they are haha
>>108017519I thought quantized and distilled were too different things.Which one should I choose to use with Forge Neo and an RTX 3060, Q4 or Q8 ?
>Start training job>Okay I guess I can go to bed>Wake up to see results>Job went on for 500 more steps and windows updatedfucking microchod. I sweat to fucking god.
>>108017498Upgrade to the latest rtx gpu.
>>108017621The government doesn't want you to know this but Linux is free, you can just go to the repository and download all the packages you want. You can just take the ISOs and install them.
>>108017640I knew someone would bring up linux when I posted that.
does triton even work with windows nowadays?
>>108017693https://github.com/woct0rdho/triton-windows
>>108016865Chromahybrid, easy to use, good result
>>108017494It's a finetune of a large anime finetune of Lumina 2.0, which is an architecture / base model that Z Image eventually reused and scaled up to 6B.https://civitai.com/models/1790792?modelVersionId=2485296
>>108017575I said this. I believe it. The only factor that would change things is significantly more money than Neta Art as a company had when they did the initial run on Lumina 2.0.
>>108017646You can install it to a usb drive, mount your windows drives and run your training job then reboot back to windows when you're done and not have to worry about being cucked by microsoft's indian auto reboots.
>>10801762130/01/26 and you still havent disabled automatic windows update? is this bait?
>>108017621It's a you problem. Use the goddamn gpedit.msc to adjust policies. It's not that difficult.
>>108017818>>108017800>>108017770You people are so fucking insensitive. A simple "that sucks bro" was enough.
>z base generate pussy>shape fucked up>add pussy lora>lost overall realismwhat now?
>>108017849saar i train lora on beutiful SDXL gens saar
>>108017849Sorry but I have acquired an allergy for certain kind of tech help posts. It's nothing personal. It just means you should pay more attention I guess.Godspeed, anon.
>>108017849How dare we try to help you avoid future suffering, how insensitive.
>>108017860Lora is probably shit. If it's from CivitAI it's guaranteed trash.
>>108017860just go pay a prostitute bro
>>108017860pussy inpainting. this is why klein is based.>Prompt sexy lady>get good sexy lady>feeback image, tell it to add pussy.>???
>>108017881I tried that a couple times and it barbie dolled the girl instead.
>>108017887https://civitai.com/models/2337198/pussydiffusion-flux2klein?modelVersionId=2629018
>>108017881no. inpainting always lost details and it will always be inferior
>>108017910>inpainting>lost detailsholy skill issue. I bet you don't even know what detailer nodes are.
>>108017926yes you can add details, but that's not the same distribution as the original whole image and you know exactly thatstop trying to gaslight with false information
>>108017900Doesn't work for image edit even at strength 2. This guy probably didn't train the lora on image pairs or on a sufficiently large dataset.
flux klein 9b is fun (single or multi image editing)
>>108018044
>>108017987works for me?
>>108018050
>>108016694did you miss the part where everyone said it was shit?
>>108018158it was a joke
went back to an old SD1.5 mix i made(deliberate + hassan or someshit), quite like the 80s style i can get on it
>>108018185
https://i.4cdn.org/b/1769825269488389.mp4
well...... at least it wasn't futa
>>108016554Terrible collage.
>>108018209Schizo woke up.
>>1080181851.5 has sovl, it just needs some additional model to define pixel-precise regions for strict prompt adherence to be good
>>108018214Who's schizo
>>108018197https://files.catbox.moe/gh0bju.mp4
>>108018239fuckin globes
>>108018239>catboxkino
>>108018239https://files.catbox.moe/oowlxq.mp4
>>108018185Just run it through klein edit to fix up the eyes and other details.
>>108018255just making a bunch so i can use it to make a lora for pony and get more control>>108018259i dont have any of the new stuff, dont feel like installing anything, i could always just re-inpaint
>>108018185passed it through both 4B and 9B Klein Distilled as an edit input
>>108018291yikes 9b is terrible
>>108018235Comfy would be peak with this
>>108018300yeah I preferred the colors on the 4B also for this one
>>108018300both looks tranny somehow
>>108018301https://github.com/asagi4/comfyui-prompt-control/blob/master/doc/regional_prompts.md
>>108018314it's because trannies want to look like this.
>>108018291That's a man
>>108018311>>108018291Seems like you passed 9B 4B's edit, which reduces quality drastically.
Is Flux Klein good for zero-shot portrait gen, full/half body portrait
>>108018330no, I didn't
ZiT didn't censor 习近平 but apparently he's too hot for Klein. Of course image edit is an option.
>>108018340yeah
>>108018314not even a little bit
>>108012757>is it possible to activate a lora at a specific step in the generation like you can do with prompts?
https://i.4cdn.org/b/1769829575262409.jpg
>>108018364Cool! Thanks.
>>108018410not falling for that again
>>108018419i clicked it it's fine
>>108018385Conditioning set timestep range node is a lot simpler.
What do I need to do to ensure that I am using ComfyUI securely? I am most certainly going to run it under docker, but I was wondering if there was anything else I needed to do.
>>108018436>securelyJust run it in Docker. Unless you're using a cloud GPU, if it's local, you should be fine.
>>108018436Firejail.
How much linger until a single model comes out on top, a month? Two? It's awesome we even have more than one model competing for the top right now.
>>108018436Put the container on a host-only network so it can't talk to the internet at all, that's the simple solution.
>>108018516>How much lingerYou will linger for long.
>>108018360Klein wasn't trained on Chinese captions, it only works at all because Qwen already knows Chinese. If you prompt Xi Jinping in English text like that it will work.
>>108018516SD4 dropping soon2B model2B proprietary SOTA text encoder128 channel VAE32 editing inputssupports up to 8 megapixelsSOTA inference speeds
>>108018619It freaks me out that stability AI still exists. If they can still exist without imploding we're all fucked.
>>108018619but can it generate kino
>>108018603Oh wait, lol... That was a brainfart. I mixed it with ZiT, because in ZiT Xi Jingpin did not work but his Chinese name did.
>>108018291>square artifactingDang the 9B is ass. Can you try with base?
>>108018071
>>108018436get a second browser and firewall it
>>108018695comfyui is not running in the browser...
>>108017880
>>108018688impressive!
what is the local alternative for DeeVid AI?
>>108018716the portable is. Which is the one you should be running anyway.
>>108017753Any good workflow?Just got it downloaded
I've wasted all my fucking day trying to make this fucking 10 seconds video of a girl on a train flashing her pussy and I just can't fucking get it to look good or not completely fucked.
>>108018754comfy has templates in the menu
>>108018757skill issue
>>108016595
Fresh when ready >>108018763>>108018763>>108018763
>>108018764I won't even deny it.
>>108018757>trying to generate genitals when they are not already in the input imagefool's errand
>>108018775I have the frame where she shows it. it just can't fucking transition properly to it.
>>108018717>>108018767wat is club brosnan
